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552 Commits

Author SHA1 Message Date
Yannick Schnider
7faf51f1cc [Bugfix] Re-enable prefill of max model length (#24446) 
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:58 -07:00
Nicolò Lucchesi
2168fc8fae [NIXL][Misc] Expose metrics from NIXL for logging to CLI (#25388) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:58 -07:00
Matthew Bonanni
2ea7d48656 [Attention] Move Backend enum into registry (#25893) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:58 -07:00
Chen Zhang
77e958752b [Deepseek v3.2] Support indexer prefill chunking (#25999) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Lucia Fang
d437ba32fd [Model] MTP fallback to eager for DeepSeek v32 (#25982) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
David Ben-David
8328d39d40 [V1] [P/D] Add Support for KV Load Failure Recovery (#19330) 
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Reza Barazesh
8914d52869 [CI] Move applicable tests to CPU (#24080) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Nicolò Lucchesi
bf8bb7e250 [NIXL] Add support for MLA caches with different latent dim (#25902) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:57 -07:00
Yongye Zhu
0230cd0afb [New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Simon Danielsson
da71651386 [Bugfix]: Clean up chunked prefill logging when using whisper (#25075) 
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Chenxi Yang
f84b2a0dd0 [Nixl][P/D] Add cuda2cpu support (HD->DH transfer) (#24690) 
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Cyrus Leung
0f97a2e1db [CI/Build] Reorganize root-level V1 tests (#25767) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
WeiQing Chen
38c2df831a [Multimodal][Speculative Decoding]Eagle Eagle3 mm support, enablement on qwen2.5vl (#22872) 
Signed-off-by: Junhong <liujunhong11@huawei.com>
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Jonas M. Kübler
93ba7648d0 [Spec decode] automatically disable mm for text-only draft models (#25667) 
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Bram Wasti
c4b9864e22 Kernel-override Determinism [1/n] (#25603) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
qizixi
1356ae0aa8 [spec decode] Consolidate speculative decode method name for MTP (#25232) 
Signed-off-by: zixi-qi <qizixi@meta.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
fhl2000
ceb346015c [V1] address post issues related to #20059 (part 1) (#23046) 
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:56 -07:00
Seiji Eicher
41174e2803 [ray][metrics] Replace ':' with '_' for OpenTelemetry compatibility in Ray (#25439) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Signed-off-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Cyrus Leung
129a643b4c [CI/Build] Fix some V1 tests not being run (#25569) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
wang.yuqi
fb0eece290 [Bugfix] Properly abort pooling request. (#25734) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Chauncey
515e30b023 [CI] Fix test_shared_storage_connector_hashes (#25748) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Ekagra Ranjan
f3a478b55e [Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Matthew Bonanni
a355561291 [V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Cyrus Leung
af10a37c6c [mypy] Fix wrong type annotations related to tuple (#25660) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:55 -07:00
Jonas M. Kübler
f98d4d38c0 [Bug] fix import and unit test (#25558) 
Signed-off-by: Jonas M. Kübler <44084297+jmkuebler@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Chengji Yao
5b4ba2e1e1 [TPU][Bugfix] fix the missing apply_model in tpu worker (#25526) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Benjamin Chislett
177c37e960 [Spec Decode] Enable FlashInfer Spec Decoding (#25196) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: lhsjohn <huashuoli@tencent.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Doug Smith
b50fa00537 Improve output when failing json.loads() on structured output test (#25483) 
Signed-off-by: dougbtv <dosmith@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
kourosh hakhamaneshi
7a8f0a3548 [BugFix] Fix OOM in vLLM replicas by ensuring consistent NCCL memory accounting (#25359) 
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Jialin Ouyang
0c11617ff1 [Core] Use KVCacheBlock as much as possible instead of dict[block_id, KVCacheBlock] (#24830) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
jiahanc
8ba3b17cc1 [Speculators][Speculative Decoding] Fix gpt-oss eagle3 accuracy issue (#25406) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Harry Mellor
9cae377a16 Add backward compatibility for GuidedDecodingParams (#25422) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Lucas Wilkinson
8c5c35c027 [Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Peter Pan
a500f7cc09 [Docs] NixlConnector quickstart guide (#24249) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
Signed-off-by: Peter Pan <peter.pan@daocloud.io>
Signed-off-by: Nicolò Lucchesi<nicolo.lucchesi@gmail.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Chauncey
1b75f784b8 [P/D] Support NIXL connector to disconnect during a clean shutdown (#24423) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Chendi.Xue
921945c81e [NIXL][OOT platform] support nixl_connector with oot platform and other nixl_backend (#25121) 
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Isotr0py
a0b5617263 [V0 deprecation] Remove platform v1 controling interface (#25410) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Nicolò Lucchesi
864bbe36f0 [Bugfix] Fix missing clear_connector_metadata (#25397) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:54 -07:00
Or Ozeri
ff54b6bfe3 [KV offload][5/N] Add CPUOffloadingSpec (#24251) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Daisy-Ma-coder
2a8bd2b93b [CLI env var] Add VLLM_FLASH_ATTN_MAX_NUM_SPLITS_FOR_CUDA_GRAPH in env variables (#25274) 
Signed-off-by: qqma <qqma@amazon.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: qqma <qqma@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Nicolò Lucchesi
4bc6b5d2c3 [TPU] Deprecate xm.mark_step in favor of `torch_xla.sync (#25254) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Woosuk Kwon
71f2b5ddea [V0 Deprecation] Remove async_output_proc, preemption mode, delay factor (#25334) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Woosuk Kwon
81e17a1e26 [V0 Deprecation] Remove V0 Sequence class & Sampler (#25332) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Isotr0py
f6278e3065 [V1] Add sliding window support to Flex Attention backend (#24089) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Chen Zhang
267b4421b7 [Hybrid Allocator] Support full attention with different hidden size (#25101) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Nick Hill
ea01b17b6f [Misc] Support more collective_rpc return types (#25294) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Or Ozeri
378c68bead [KV offload][4/N] Offloading KV connector (#22595) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:52 -07:00
Jialin Ouyang
2506ce5189
[Core][Prefix Hash] Fix prefix hash metrics sliding window maintainance (#24990) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-09-19 12:22:53 -06:00
Cyrus Leung
6c117cff7d
[Frontend] Pass API server count to each process (#23717) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 01:15:19 +08:00
Or Ozeri
7ac67ea525
[KV offload][3/N] Add worker-side CPU support (#21448) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-19 09:53:45 -07:00